We engineer resilient automation pipelines that unite artificial intelligence, enterprise APIs, and intelligent document processing. By eliminating manual data entry, streamlining cross-system handoffs, and enforcing deterministic business logic, Pragmatica turns fragmented operations into high-velocity autonomous workflows.
500+ Vendor Invoices / Month (PDF, Email, EDI)
Line-item extraction reconciled against PO & inventory records
Direct ledger update in SAP & NetSuite with Slack alert to Finance
Enterprise efficiency requires unifying deterministic rule execution with cognitive machine reasoning and adaptive multi-system orchestration.
High-speed, rule-based execution across legacy software, database synchronization, and scheduled batch operations with zero variance.
Multimodal models that extract structured information from messy emails, nested PDF tables, and contracts, validating data against corporate rules.
Self-triggering, multi-stage workflows that manage cross-platform handoffs, negotiate API limits, and resolve exceptions without human intervention.
Engineered operational blueprints that eliminate manual administrative bottlenecks and accelerate critical transaction cycles.
Eliminates manual invoice review by automatically ingesting vendor communications, extracting nested line items, reconciling against purchase orders, and pushing validated transactions to enterprise ledgers.
Accelerates business partner intake by capturing identity documents, running automated compliance checks across regulatory registries, and instantly creating verified records across ERP and CRM instances.
Converts inbound prospect interest into qualified opportunities by enriching corporate profiles, evaluating qualification criteria, matching territory reps, and scheduling discovery briefings.
Harmonizes distributed logistics by validating inbound purchase orders across regional warehouses, reconciling shipping manifests, and updating real-time inventory balances without manual reconciliation.
We deploy robust, scalable automation building blocks across your operational infrastructure, connecting unstructured inputs to high-reliability corporate systems.
Event-driven architectures that orchestrate cross-platform tasks using contextual decision logic, dynamic conditional branching, and automatic retry policies.
Digitizing repetitive business operations to eliminate bottlenecks, enforce governance rules, and guarantee consistent operational execution across teams.
Multimodal vision-language models that parse complex tables, handwritten records, receipts, and multi-page corporate agreements into structured data schemas.
Autonomous triage of inbound corporate mailboxes, classifying customer intent, extracting attachments, and drafting verified responses for operator approval.
Pipelines that capture, qualify, enrich, and assign sales leads while orchestrating timely personalized follow-ups and CRM record synchronization.
High-throughput ingestion systems that capture messy multi-source data, deduplicate records, and transform outputs into standard enterprise schemas.
Deterministic decision trees combined with machine reasoning to evaluate financial risks, claim validations, regulatory policies, and threshold triggers.
Direct, bi-directional connectors between existing enterprise platforms including SAP, Salesforce, NetSuite, Workday, and custom legacy systems.
Multi-tier escalation channels across Slack, Microsoft Teams, and email with interactive one-click approval buttons and immutable audit trails.
Complete operational pipelines that unify document extraction, cross-system API execution, automated data reconciliation, and continuous exception monitoring into self-sustaining business engines.
A structured, phased delivery methodology designed to identify operational friction, validate integration schemas, harden exception logic, and scale with complete reliability.
We analyze existing business workflows, shadow key operational teams, quantify potential time recovery, and establish precise baseline success metrics for automated replacement.
We architect typed JSON data contracts, configure secure OAuth2 connections to your ERP and CRM platforms, and establish deterministic boundary rules for document parsing.
We establish configurable confidence thresholds, routing low-confidence transactions to human staff through clean review dashboards while continuously refining cognitive extractors.
We deploy the automated pipeline with 24/7 transaction telemetry, proactive failure alerting, and audit logging to ensure sustained operational throughput and zero data loss.
We build automation workflows with enterprise-grade data sovereignty. Your operational data and vendor agreements are processed in isolated memory environments and never used for public model training. All workflows feature role-based access control, encrypted payload transit, and immutable audit logs.
We’re happy to answer any questions you may have and help you determine which of our services best fit your needs.